3 citations · 13 across the 26 of their papers we have counts for
8 papers · 1 filter
TransNormal-2: Geometry-Grounded Rectified Flow with Edge-Aware Decoding for Precise Normal Estimation
Mingwei Li, Yi Yang, Hehe Fan
Diffusion-based models enable monocular geometry estimation, yet their pixel-space precision is limited by a shared, under-studied error source: VAE reconstruction degradation. The…
A Data-Centric Perspective on Tree Visualizations
Manling Yang, Alexandra Scott, Chris Ahn +4
Tree visualization (TreeVis) techniques span diverse designs. Existing taxonomies organize them by visual characteristics such as layout dimensionality, edge representation, and no…
ZipLine: Visual Analysis of Multivariate Graphs with Predicate Logic
Sjoerd Vink, Suyang Li, Brian Montambault +3
Multivariate graphs unite two distinct data perspectives: a topological structure defined by nodes and edges, and attribute data associated with each node. Analyzing such graphs th…
The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation
Shuaizhi Cheng, Xiang Shi, Zhiwei Zhang +1
Hypernetwork-based methods such as Doc-to-LoRA internalize a document into an LLM's weights in a single forward pass, but they fail systematically on conflicts: when the document c…
Formalising the Logit Shift Induced by LoRA: A Technical Note
Xiang Shi, Shuaizhi Cheng, Mingwei Li
This technical note provides a first-order formalisation of the logit shift and fact-margin change induced by Low-Rank Adaptation (LoRA). Using a first-order Fréchet approximation…
LatentGandr: Visual Exploration of Generative AI Latent Space via Local Embeddings
Mingwei S. G. Li, Susie S. Y. Li, Daisuke Sakurai +2
Generative AI has demonstrated significant potential in creative design, enabling the rapid generation of visual content and imaginative concepts. Although deep AI models achieve e…